Titlebook: An Introduction to Machine Learning; Miroslav Kubat Textbook 2021Latest edition Springer Nature Switzerland AG 2021 Bayesian classifiers.b

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https://doi.org/10.1007/978-3-642-94166-5e links that interconnect the neurons. The task for machine learning is to provide algorithms capable of finding weights that result in good classification behavior. This search is accomplished by a process commonly referred to as a neural network’s ..

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Rudolf Demel,Otto Hoche,Paul Moritschat it takes to induce a useful classifier from data, and, conversely, why the outcome of a machine-learning undertaking often disappoints the user. And so, even though this textbook does not want to be mathematical, it cannot help discussing at least the basic concepts of the ..

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Au?enbeziehungen der Universit?t fail. For another, the excessive detail of available attributes may obscure vital information about the data. To cope with these complications, more advanced techniques are needed. This is why . was born.

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Inter-Class Boundaries: Linear and Polynomial Classifiers,do a good job in simple domains where examples of the two classes are easy to separate. The more flexible high-order polynomials, capable of implementing complicated shapes of inter-class boundaries, have to be handled with care.

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